Jack Morris - Language Model Inversion скачать в хорошем качестве

Jack Morris - Language Model Inversion

How much information do the outputs of NLP models contain about their inputs? We investigate the problem in two scenarios, recovering text inputs from the outputs of embeddings from sentence embedders and next-token probability outputs from language models. In both cases, our methods are able to fully recover some inputs given just the model output. This session is brought to you by the Cohere For AI Open Science Community - a space where ML researchers, engineers, linguists, social scientists, and lifelong learners connect and collaborate with each other. Thank you to our Community Leads for organizing and hosting this event. If you’re interested in sharing your work, we welcome you to join us! Simply fill out the form at https://forms.gle/ALND9i6KouEEpCnz6 to express your interest in becoming a speaker. Join the Cohere For AI Open Science Community to see a full list of upcoming events: https://tinyurl.com/C4AICommunityApp.